The idea of the Instructed Retriever architecture is that it turns these implied conditions into explicit search parameters.

Redpanda 25.2 release simplifies Iceberg adoption for enterprise users building real-time AI/ML pipelines Redpanda, the real-time data platform that powers agentic and operational applications, today ...